Lisa Roach - Demystifying the Patch Function - PyCon 2018

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  • Опубликовано: 28 авг 2024
  • Speaker: Lisa Roach
    One of the most challenging and important thing fors for Python developers learn is the unittest mock library. The patch function is in particular confusing- there are many different ways to use it. Should I use a context manager? Decorator? When would I use it manually? Improperly used patch functions can make unit tests useless, all the while making them look as if they are correctly testing code.Let’s learn how to wield patch with confidence!
    Slides can be found at: speakerdeck.co... and github.com/PyC...

Комментарии • 53

  • @rmarianoanaya
    @rmarianoanaya 6 лет назад +37

    Amazing talk! Really good explained, entertaining, and useful.
    "Mock where the object is used", is a very good practical advice!
    Kudos to the speaker, really superb!

  • @mohammadsamir2713
    @mohammadsamir2713 4 года назад +19

    What's going on, her ability to explain things blew my mind !!

  • @lightninginmyhands4878
    @lightninginmyhands4878 5 лет назад +10

    11:12 - Scope tier
    -- Context Manager - duration is a partial life of a function
    -- Function decorator - duration is the entire life of a function
    -- Class decorator - duration is the entire life of all functions inside the class

  • @Melindax3Cardenas
    @Melindax3Cardenas 2 года назад

    this is the clearest explanation of patching I've found online

  • @MichaelFoord
    @MichaelFoord 6 лет назад +8

    The best talk of PyCon 2018!

  • @don0071
    @don0071 6 лет назад +3

    Great talk Lisa! You have addressed the most common problem that the patchers usually confused with

  • @xiuwensun9944
    @xiuwensun9944 5 лет назад +1

    Very good video and worth the time watching. Much clearer than Python documentation.

  • @clee546
    @clee546 2 года назад

    Thank you! Lisa. Your presentation is succinct, clear and engaging; illustrations and examples are simple and to the point. I was new to patch and this really help me out a lot.

  • @findingMyself.25yearsago
    @findingMyself.25yearsago 3 года назад +1

    A very wonderful clear talk of Lisa 🤩🤩... Haha didn't expect the author would be in the tall😂

  • @lightninginmyhands4878
    @lightninginmyhands4878 5 лет назад +3

    13:05 - It's recommended to use Context Manager for built-in functions
    14:00 - Remember that a decorator creates a MagickMock object. It must be passed as an argument into the tested function.
    14:39 - Yes, decorators can be stacked. However this is at the expense of DRY.
    14:53 - in `setUp`, your patches can be started. You can then stop them all in `addCleanup` if a test goes bad before `tearDown` happens.

  • @croonix
    @croonix 4 года назад

    Many thanks to Lisa Roach! Very very informative and useful!

  • @saifmohammed1481
    @saifmohammed1481 2 года назад

    Amazing explanation, especially showing what really happens under the hood... Been struggling with finding good documentation on mocking from the past few days and dunno how i missed this

  • @xmuta
    @xmuta Год назад

    Very good and useful presentation.

  • @prowez
    @prowez 2 года назад

    Great presentation! Patched a lot of holes in my understanding.

  • @12804olivier
    @12804olivier 6 лет назад +7

    haha thank you. You saved me so much time at work.

  • @Radioguy00
    @Radioguy00 4 года назад

    Extremely clear and concise presentation. Thanks

  • @lightninginmyhands4878
    @lightninginmyhands4878 5 лет назад +4

    6:50 - Target must be importable
    -- patch auto-imports the target for you
    7:30 - Don't patch where the function is declared, but where it is referenced
    8:42 - If you import a function from a module: Use the importing module's name to target the function instead of the imported module. This is because the importing module's lookup table contains the function
    9:36 - If you import an entire module: Use the imported module's name to target the function instead of the importing function.

  • @2LazySnake
    @2LazySnake 2 года назад

    Amazing talk, thank you very much for sharing!

  • @japrogramer
    @japrogramer 5 лет назад +8

    God that glove cursor made me anxious

  • @hoxas
    @hoxas Год назад

    Great talk! Thanks!

  • @kessakessa9394
    @kessakessa9394 3 года назад

    Perfect explanation. Even layman can understand...

  • @liamsism
    @liamsism 5 лет назад +7

    Nice talk! There is some an incorrect example at 22:35. It should be self.x = 20 otherwise it's understandable why f.x is not working.

  • @nch77884
    @nch77884 3 года назад

    Great explanation for mock n patch. Thanks Lisa!

  • @prasukjain9982
    @prasukjain9982 5 лет назад +1

    Really nice explained. It's gonna be very helpful to me.

  • @karthikvedantham3459
    @karthikvedantham3459 3 года назад

    Kudos to Lisa! PyCon

  • @jesuspheonix
    @jesuspheonix 2 года назад

    This was a huge help. Thank you!

  • @yvrelna
    @yvrelna 5 лет назад

    I usually prefer to patch using either a context managers or manual start/stop.
    I'm not really a fan of the decorator version, because they add arguments to test classes, which is just really annoying to work with and because they don't allow you to share the mocking config as easily as the context managers and manual start/stop.
    Using context manager is also a lot more precise because it makes it really obvious which line of the test function actually requires the patched call. If only one line in the test actually requires patch, then just wrap that line on the context manager, and nothing else.
    Manual start/stop is great when you want to totally ignore a dependency. Usually helpful for patching out external calls that is slow or have side effects and failure modes you don't really want to deal with.

  • @jasonhoman6525
    @jasonhoman6525 Год назад

    This is amazing! Thank you!

  • @MartinThoma
    @MartinThoma 4 года назад

    This talk is awesome! Thank you!

  • @mostafahassan544
    @mostafahassan544 4 года назад

    Great one , thanks Lisa!

  • @bentaybijamal2299
    @bentaybijamal2299 5 лет назад

    thanks for your good explanation

  • @PradeepSusarla
    @PradeepSusarla 5 лет назад +1

    github link or speakerdeck pycon18 does not show any files for this presentation. can anyone please share the link?

  • @ldfsilva
    @ldfsilva 6 лет назад +1

    Great talk !

  • @jasonhoman6525
    @jasonhoman6525 Год назад

    Use property in patch,“new” to mock a case statement flow controlled by a string input? Do they have that in python. Thinking in JavaScript

  • @atomiclambda
    @atomiclambda 5 лет назад

    Excellent talk

  • @vasiliyk6775
    @vasiliyk6775 5 лет назад

    Amazing talk! Thank you!

  • @lisaroach9782
    @lisaroach9782 6 лет назад +1

    If anyone would like to have the slides I have added them here: drive.google.com/file/d/1QvGv8iw5IDHkUNMUXjLDsm-KVsO3Zuhs/view?usp=sharing

  • @rahulparshi3172
    @rahulparshi3172 4 года назад

    thanks for nice explanation:):)

  • @johnbalis7898
    @johnbalis7898 5 лет назад

    super useful; thanks!

  • @omarocampo7662
    @omarocampo7662 5 лет назад

    Thanks a lot. REgard from MExico city

  • @gaatutube
    @gaatutube 4 года назад

    How did she make patched object db_write return 10 so that her assert(x, 10) works. Didn't see any code for that.

  • @luchoparalosamigos
    @luchoparalosamigos 3 года назад

    How do I specify the function that replace the target function?

  • @danielt8880
    @danielt8880 5 лет назад

    Wow! Good talk

  • @ashrasmun1
    @ashrasmun1 4 года назад

    There's one crucial thing missing for me - if I patch it in context manager scope - how can I refer to the mock object? how can I assert how many times was it called? I see mock_* object in two other cases (method and class scope) but I can't see it in CM scope

    • @dustinalandzes
      @dustinalandzes 4 года назад +2

      burbon ­ with mock.patch(‘module.name’) as mock_module:
      You can assert on mock_module

    • @ashrasmun1
      @ashrasmun1 4 года назад

      @@dustinalandzes thanks :)

  • @anandg2008
    @anandg2008 5 лет назад

    Awesome

  • @livethumos
    @livethumos 2 года назад

    p